Top "Caffe" questions

Caffe is a fast deep learning framework.

Caffe layer creation failure

I'm trying to load in TEST phase a network configuration which has a memory data layer first and then a …

c++ layer deep-learning caffe
ImportError cannot import name BytesIO when import caffe on ubuntu

I am trying to make caffe running on my machine equipped with Ubuntu 12.04LTS. After finishing all the steps on …

python python-2.7 ubuntu scikit-image caffe
How to create caffe.deploy from train.prototxt

This is my train.prototxt. And this is my deploy.prototxt. When I want to load my deploy file I …

machine-learning neural-network deep-learning conv-neural-network caffe
Fine Tuning of GoogLeNet Model

I trained GoogLeNet model from scratch. But it didn't give me the promising results. As an alternative, I would like …

machine-learning computer-vision neural-network deep-learning caffe
No module found

I install caffe and it worked fine. In cmd, I can import it use python, but when I use jupyter …

python jupyter-notebook caffe pycaffe
Building custom Caffe layer in python

After parsing many links regarding building Caffe layers in Python i still have difficulties in understanding few concepts. Can please …

python neural-network deep-learning caffe pycaffe
Sigaction and porting Linux code to Windows

I am trying to port caffe (developed for Linux) source code to Windows environment. The problem is at sigaction structure …

c++ linux posix caffe sigaction
What does global pooling do?

I recently found the "global_pooling" flag in the Pooling layer in caffe, however was unable to find sth about …

image-processing machine-learning deep-learning caffe conv-neural-network
Prediction in Caffe - Exception: Input blob arguments do not match net inputs

I'm using Caffe for classifying non-image data using a quite simple CNN structure. I've had no problems training my network …

python deep-learning caffe
Tackling Class Imbalance: scaling contribution to loss and sgd

(An update to this question has been added.) I am a graduate student at the university of Ghent, Belgium; my …

c++ machine-learning neural-network deep-learning caffe